Rewrite `outline/claim_evidence_matrix.md` as a projection/index of evidence packs (NO PROSE), so claims/axes are driven by…
Validate draft sections cover all PRECIS claims before review.
Claims-based authorization for agents and operations.
Use when a review workspace has manuscript text and needs a traceable claim ledger.
Validate documentation for unsupported claims, made-up metrics, and unverifiable statements
Build a Clari forecast export pipeline to your data warehouse.
Production readiness checklist for Clari API integrations.
Handle Clari API rate limits with backoff and export job scheduling.
Monitor Clari forecast changes using export job polling and change detection.
Generate the acceptance evidence a behavior module with ClarityKit artifacts needs — a transition-coverage checklist from the behavior…
Present 2-3 architecture/stack candidates as layered diagrams, with verified version compatibility and a comparison table, so the user can…
Pin down a module's behavior before implementation — scenario episodes, a YAML statechart for complex behavior, hand-crafted diagram views…
Frame a rough direction into a one-page brief — who the user is, the job and today's workaround, observable success, at least three…
Separates core objectives from proposed solutions and constraints before coding to prevent scope creep and misaligned implementations.
Sharpen a vague idea into a decidable requirement brief with a scope mindmap (story map / priority quadrant when scope or priorities must…
Build an interactive HTML prototype — a functional shell with real interaction logic, no backend, no visual design — so the user can feel…
The ClarityKit design flow — activate ONLY when the user explicitly asks for it (mentions clarity-flow / the ClarityKit design flow, in…
Pre-ingestion verification for epistemic quality in RAG systems.
Start, stop, or check the ClarityKit preview server for the CURRENT project (serves the project's diagram/prototype site over…
Use when targeting Classical and Quantum Gravity (CQG) or deciding whether a gravitation, general relativity, cosmology, quantum gravity…
Classify GitHub PR review comments by severity and topic.